Deep Learning with medical images (EN)

11:15 - 11:45 l Alternastage l Pattern Recognition & Deep Learning

In this talk, I will give an introduction of Deep learning in the medical field, and in particular its application to the processing of medical images. Medical computer Vision is a field of Data Science which has its own specificities and challenges, such as data scarceness and variability, and where the black-box aspect is a big drawback. As a use case, we will present the work carried out in the Image-Based Biomedical Modeling research group of the TU Munich: starting from raw medical scans and patient data, we detect pathologies and extract relevant features automatically, in order to derive bio-physical models of medical interest.